{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T19:13:39Z","timestamp":1729624419280,"version":"3.28.0"},"reference-count":52,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/icci-cc.2018.8482022","type":"proceedings-article","created":{"date-parts":[[2018,10,8]],"date-time":"2018-10-08T19:23:37Z","timestamp":1539026617000},"page":"6-15","source":"Crossref","is-referenced-by-count":9,"title":["A Survey and Formal Analyses on Sequence Learning Methodologies and Deep Neural Networks"],"prefix":"10.1109","author":[{"given":"Yingxu","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Henry","family":"Leung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marina","family":"Gavrilova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Omar","family":"Zatarain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Graves","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianhua","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Newton","family":"Howard","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sam","family":"Kwong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Phillip","family":"Sheu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shushma","family":"Patel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"22","article-title":"Keynote: Cognitive Neuroscience and the Spike Frequency Modulation (SFM) Theory for Neural Signaling Sycems","author":"wang","year":"0","journal-title":"9th Global Neuroscience Conference (GNSC'16)"},{"key":"ref38","first-page":"2","article-title":"Keynote: Brain-Inspired Deep Machine Learning and Cognitive Learning Systems","author":"wang","year":"0","journal-title":"8th International Conference on Brain Inspired Cognitive Systems (BICS'16)"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1166\/jama.2012.1009"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.4018\/jcini.2012100103"},{"key":"ref31","first-page":"3","article-title":"Keynote: Towards the Next Generation of Cognitive Computers: Knowledge vs. Data Computers","author":"wang","year":"0","journal-title":"12th International Conference on Computational Science and Applications (ICCSA'12)"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1166\/jama.2012.1002"},{"key":"ref37","article-title":"Keynote: Cognitive Soft Computing: Theoretical and Mathematical Foundations of Cognitive Robotics","author":"wang","year":"0","journal-title":"6th World Conference on Soft Computing (WConSC'16)"},{"key":"ref36","first-page":"4","article-title":"Keynote: Deep Learning and Deep Thinking by Cognitive Robots and Computational Intelligent Systems","author":"wang","year":"0","journal-title":"15th IEEE International Conference on Cognitive Informatics and Cognitive Computing (ICCI*CC'16)"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.4018\/IJCINI.2015040103"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICCI-CC.2013.6622217"},{"key":"ref28","first-page":"6","article-title":"On Contemporary Denotational Mathematics for Computational Intelligence","volume":"2","author":"wang","year":"2008","journal-title":"Transactions of Computational Science"},{"key":"ref27","doi-asserted-by":"crossref","DOI":"10.1201\/9780203496091.ch15","article-title":"Software Engineering Foundations: A Software Science Perspective","volume":"ii","author":"wang","year":"2007","journal-title":"CRC Book Series in Software Engineering"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MRA.2010.938842"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2013.09.116"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2010.938364"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(02)00068-7"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.269"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/3477.558801"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref26","first-page":"1","article-title":"Sequence to Sequence Learning with Neural Networks","author":"sutskever","year":"2014","journal-title":"Proc NIPS"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/nature16961"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"1415","DOI":"10.1109\/5.58323","article-title":"30 Years of Adaptive Neural Networks: Perception, Madeline, and Backpropagation","volume":"78","author":"widrow","year":"1990","journal-title":"Proc of the IEEE"},{"key":"ref51","first-page":"27","article-title":"The Hebbian-LSM Learning Algorithm","author":"widrow","year":"2015","journal-title":"IEEE Computational Intelligence Magazine"},{"journal-title":"The MIT Encyclopedia of the Cognitive Sciences","year":"2001","author":"wilson","key":"ref52"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1126\/science.7761831"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the Dimensionality of Data with Neural Networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.4018\/IJCINI.2016040101"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1007\/BF00339943","article-title":"Neural Computation for Decisions in Optimization Problems","volume":"52","author":"hopfield","year":"1985","journal-title":"Biological Cybernetics"},{"journal-title":"Elements of Artificial Neural Networks","year":"2000","author":"mehrotra","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/235809.235811"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.2.263"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1019","DOI":"10.1038\/14819","article-title":"Hierarchical Models of Object Recognition in Cortex","volume":"2","author":"riesenhuber","year":"1999","journal-title":"Nature Neuroscience"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00052"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep Learning","volume":"521","author":"bengio","year":"2015","journal-title":"Nature"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/72.963769"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/72.963769"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.3.393"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.4018\/IJCINI.2017010101"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127240"},{"key":"ref46","article-title":"The Theory of Neural Circuits for Neuroinformatics and Neurocomputing","volume":"2","author":"wang","year":"2013","journal-title":"Journal of Advanced Mathematics and Applications"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1166\/jama.2012.1015"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2006.871126"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2006.871151"},{"key":"ref42","first-page":"2","article-title":"Keynote: From Bioengineering and Cognitive Engineering to Brain Inspired Systems","author":"wang","year":"2017","journal-title":"5th International Summit on Medical Biology and Bioengineering (ISMBBE'17)"},{"key":"ref41","first-page":"5","article-title":"Keynote: Cognitive Foundations of Knowledge Science and Deep Knowledge Learning by Cognitive Robots","author":"wang","year":"0","journal-title":"16th IEEE International Conference on Cognitive Informatics and Cognitive Computing (ICCI*CC 2017)"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.4018\/IJCINI.2018010101"},{"key":"ref43","article-title":"Keynote: Cognitive Foundations and Formal Theories of Human and Robot Visions","author":"wang","year":"2018","journal-title":"17th IEEE International Conference on Cognitive Informatics and Cognitive Computing"}],"event":{"name":"2018 IEEE 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)","start":{"date-parts":[[2018,7,16]]},"location":"Berkeley, CA","end":{"date-parts":[[2018,7,18]]}},"container-title":["2018 IEEE 17th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8470026\/8482005\/08482022.pdf?arnumber=8482022","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,5]],"date-time":"2023-09-05T15:39:46Z","timestamp":1693928386000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8482022\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/icci-cc.2018.8482022","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}